3 papers
math.OC2026
Combinatorial Optimization Augmented Machine Learning for Dynamic Electric Autonomous Dial-a-Ride Problem
Yue Su, Léa Ricard
This study introduces a decision-epoch-based dynamic electric autonomous dial-a-ride problem (Dyn-EADARP), in which incoming requests are collected and processed at periodic decisi…
math.OC2025
Chance-constrained battery management strategies for the electric bus scheduling problem
Léa Ricard, Guy Desaulniers, Andrea Lodi +1
The global transition to battery electric buses (EBs) presents an opportunity to reduce air and noise pollution in urban areas. However, the adoption of EBs introduces challenges r…
cs.LG2021
Predicting the probability distribution of bus travel time to move towards reliable planning of public transport services
Léa Ricard, Guy Desaulniers, Andrea Lodi +1
An important aspect of the quality of a public transport service is its reliability, which is defined as the invariability of the service attributes. Preventive measures taken duri…